DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet Sketch (UnseenGallery)
68.04mAP@200
11
DomainNet 2-shot (test)
74.96Sketch mAP@200
11
DomainNet
66.9Attack Success Rate (s -> p)
11
DomainNet Average
67.7ADT,r
11
DomainNet r → p
75.1ADT (r)
11
DomainNet r → c
17.3ADT (r → c)
11
DomainNet r → s
2ADT (r → s)
11
DomainNet p → r
78.4ADT (r)
11
DomainNet p → c
62.8ADT,r
11
DomainNet (s → p)
71.7ADT_r
11
DomainNet Average
67.8A_Dr
11
DomainNet r → p
75A_Dr
11
DomainNet r → c
65.7A_Dr
11
DomainNet r → s
55.9A_Dr
11
DomainNet p → r
78.5A_Dr
11
DomainNet
85.33Precision@50
11
DomainNet (test)
76.84A5 Accuracy
11
DomainNet-126 Real -> Painting -> Clipart sequence
98.35Accuracy (Real Domain)
10
DomainNet
68.6Accuracy (Clipart)
10
DomainNet
91.44Target Accuracy (TA)
10
DomainNet Inc-69
78.67Average Accuracy
10
DomainNet 126 classes (test)
70.2Accuracy (S->P)
10
DomainNet Real → Quickdraw
79.34Precision@50
10
DomainNet Quickdraw → Real
69.34Precision@50
10
DomainNet Quickdraw → Painting
65.12Precision@50
10